Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-22 0.123349 0.133755 0.144938 0.157901 0.172581 0.188766 0.208068
2025-06-29 0.102022 0.115850 0.131744 0.151571 0.175935 0.205297 0.243990
2025-07-06 0.089412 0.104847 0.123456 0.147955 0.180010 0.221499 0.280994
2025-07-13 0.083394 0.100467 0.121904 0.151496 0.192479 0.249217 0.337670
2025-07-20 0.079233 0.097670 0.121645 0.156154 0.206484 0.280728 0.406433
2025-07-27 0.075710 0.095185 0.121290 0.160287 0.219909 0.313282 0.484799
2025-08-03 0.072533 0.092768 0.120627 0.163653 0.232348 0.346214 0.572986
2025-08-10 0.068576 0.088890 0.117452 0.162753 0.237691 0.367979 0.646509
2025-08-17 0.063646 0.083260 0.111237 0.156445 0.233130 0.371145 0.682288
2025-08-24 0.060176 0.079483 0.107449 0.153546 0.233899 0.384158 0.744075
2025-08-31 0.057695 0.076976 0.105355 0.153127 0.238875 0.406101 0.835248
2025-09-07 0.055637 0.074951 0.103825 0.153442 0.245136 0.431775 0.946980
2025-09-14 0.052134 0.070625 0.098516 0.147024 0.238225 0.428695 0.978826
2025-09-21 0.049292 0.067176 0.094413 0.142406 0.234357 0.431966 1.032991
2025-09-28 0.047013 0.064475 0.091345 0.139355 0.233231 0.441398 1.112582
2025-10-05 0.046207 0.064003 0.091831 0.142670 0.245402 0.485321 1.340801
2025-10-12 0.045634 0.063850 0.092813 0.146960 0.260247 0.540147 1.660967
2025-10-19 0.044992 0.063547 0.093507 0.150753 0.274602 0.598186 2.063117
2025-10-26 0.044259 0.063050 0.093827 0.153837 0.287844 0.657548 2.559495
2025-11-02 0.042929 0.061512 0.092245 0.153013 0.291746 0.689688 2.945800
2025-11-09 0.040892 0.058730 0.088345 0.147232 0.282879 0.678251 3.014679
2025-11-16 0.039461 0.056901 0.086050 0.144572 0.281494 0.691970 3.307028
2025-11-23 0.038462 0.055751 0.084903 0.144187 0.285814 0.726990 3.856701